Introductory statistics

Содержание

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Fractiles Numbers that partition or divide an ordered data set into

Fractiles
Numbers that partition or divide an ordered data set into equal

parts.
The median of a data set is a fractile
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Quartiles Approximately divide a data set into 4 equal parts There

Quartiles
Approximately divide a data set into 4 equal parts
There are 3

quartiles: First, Second, Third
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2nd Quartile, Q2 The Median of the entire data set Half

2nd Quartile, Q2
The Median of the entire data set
Half the data

entries lie on or below Q2 and the other half lies on or above Q2
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1st Quartile, Q1 The Median of the Lower half of the

1st Quartile, Q1
The Median of the Lower half of the data

set (below Q2)
It divides the lower half of the data in half
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3rd Quartile, Q3 The Median of the Upper half of the

3rd Quartile, Q3
The Median of the Upper half of the data

set (above Q2)
It divides the upper half of the data in half
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7 8 10 13 13 16 17 19 22 24 25

7 8 10 13 13 16 17 19 22 24 25


Q2

Q1

Q3

Lower Half

Upper Half

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The Quartiles approximately divide the data into 4 equal parts, therefore

The Quartiles approximately divide the data into 4 equal parts, therefore

25% of the data is in each part
25% of the data is below Q1
25% of the data is between Q1 and Q2
25% of the data is between Q2 and Q3
25% of the data is above Q3
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Example 1: the test scores of 15 employees enrolled in a

Example 1: the test scores of 15 employees enrolled in a

CPR training course are listed. Find the first, second, and third quartiles of the test scores.
13 9 18 15 14 21 7 10 11 20 5 18 37 16
1st: Write the numbers in order from least to greatest
5 7 9 10 11 13 14 15 16 18 18 20 21 37
Q2 = 14.5
Q1 = 10
Q3 = 18
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Example 2: The tuition costs (in thousands of dollars) for 11

Example 2: The tuition costs (in thousands of dollars) for 11

universities are listed. Find the first, second, and third quartiles.
20, 26, 28, 19, 31, 17, 15, 21, 31, 32, 16
1st: Write the numbers in order from least to greatest
15 16 17 19 20 21 26 28 31 31 32
Q2 = 21
Q1 = 17
Q3 = 31
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Interquartile Range (IQR) The difference between the third and first quartiles IQR = Q3 – Q1

Interquartile Range (IQR)
The difference between the third and first quartiles
IQR =

Q3 – Q1
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Find the Interquartile range from Example 1 Q1 = 10 and

Find the Interquartile range from Example 1
Q1 = 10 and

Q3 = 18
18 – 10 = 8
IQR = 8
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Find the Interquartile range from Example 2 Q1 = 17 and

Find the Interquartile range from Example 2
Q1 = 17 and

Q3 = 31
31 – 17 = 14
IQR = 14
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IQR – Interquartile Range (Q3 – Q1) Gives an idea of

IQR – Interquartile Range (Q3 – Q1)
Gives an idea of

how much the middle 50% of the data varies
It can also be used to identify Outliers
- Any number that is more than 1.5 times the IQR to the left of Q1 or to the right of Q3 is an outlier
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Take a look at Example 1 ? The IQR is 8

Take a look at Example 1 ? The IQR is 8

5 7 9 10 11 13 14 15 16 18 18 20 21 37
Q2 = 14.5 Q1 = 10 Q3 = 18
Check for Outliers: Multiply 1.5 times the IQR
(1.5)(8) = 12
Add 12 to Q3 ? 30
Any number greater than 30 in the set is an outlier ? therefore 37 is an outlier
Subtract 12 from Q1 ? -2
Any number less than -2 is an outlier ? there are none
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http://www.mathsisfun.com/data/images/box-whisker-plot.gif Box and Whisker Plot Example:

http://www.mathsisfun.com/data/images/box-whisker-plot.gif

Box and Whisker Plot
Example:

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Box and Whisker Plot A graph that shows the Median (Q2),

Box and Whisker Plot
A graph that shows the Median (Q2), Quartile

1, Quartile 3, the lowest number in the set and the highest number in the set
About 25% of the data set is in each section

25%

25%

25%

25%

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Steps for creating a box and whisker plot Find the Median

Steps for creating a box and whisker plot
Find the Median

(Q2) of all the numbers
Find Quartile 1 and Quartile 3
Identify the smallest and largest number in the set
Make a number line that spans all of the numbers in the set
Above the number line, Create a box using Q1 and Q3 and draw a vertical line through the box at Q2
Draw whiskers on each side of box to the smallest and largest value in the set – Put a dot at both of these endpoints
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Examples: Create a Box and Whisker Plot for each. 1. Years

Examples: Create a Box and Whisker Plot for each.
1. Years

of service of a sample of PA state troopers
12 7 9 18 9 12 11 13
6 13 20 27 15 11 23
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2. 111 115 122 127 127 147 151 159 160 160 163 168

2. 111 115 122 127 127 147
151 159 160 160 163 168

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Distribution Shape Based on Box and Whisker Plot If the median

Distribution Shape Based on Box and Whisker Plot

If the median is

near the center of the box and each whisker is approximately the same length, the distribution is roughly Symmetric.
If median is to the left of center of the box or right whisker is substantially longer than the left, the distribution is Skewed Right.
If median is to the right of center of the box or the left whisker is substantially longer than the right, the distribution is Skewed Left.